Learning Resources

Curated collection of documentation, guides, and tools to help you master LLM tokenization and optimization.

Official Documentation

Official documentation for OpenAI's tiktoken library

Complete tokenizer documentation for open-source models

Anthropic's documentation for Claude models

Comprehensive guide to effective prompt engineering

Industry best practices for working with LLMs

Deep dive into how tokenization works

Official Python client for OpenAI API

Framework for building LLM applications

Source code for this tokenization tool

New to tokenization? Start with our beginner-friendly articles that explain concepts step by step.

Begin by understanding what tokenization is and why it matters. Read our "Understanding Tokenization" guide.

Use Tiktokenizer to test different models and see how they tokenize your text. Hands-on learning is most effective.

Review code examples and real-world use cases. Check out the official OpenAI cookbook for practical implementations.

Follow official blogs and documentation. New models and techniques are released regularly, so keep learning!